Triple
T5536673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Beirut |
E145178
|
entity |
| Predicate | managedBy |
P86
|
FINISHED |
| Object |
Beirut Port Authority
The Beirut Port Authority is the governmental body responsible for overseeing operations, administration, and development of Lebanon’s principal seaport in Beirut.
|
E145178
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Beirut Port Authority | Statement: [Port of Beirut, managedBy, Beirut Port Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beirut Port Authority Context triple: [Port of Beirut, managedBy, Beirut Port Authority]
-
A.
Port of Beirut
The Port of Beirut is Lebanon’s principal maritime gateway and commercial hub on the Mediterranean Sea, historically central to the country’s trade and economy.
-
B.
Port of Tripoli (Lebanon)
The Port of Tripoli (Lebanon) is a major commercial seaport on Lebanon’s northern Mediterranean coast, serving as a key hub for regional trade and shipping.
-
C.
Warehouse 12 at Port of Beirut
Warehouse 12 at the Port of Beirut was the hangar where a large stockpile of improperly stored ammonium nitrate detonated, causing the catastrophic Beirut port explosion on 4 August 2020.
-
D.
Haifa Port
Haifa Port is a major seaport on Israel’s Mediterranean coast that has long served as a key commercial and transportation hub for the region.
-
E.
Port of Shuaiba
The Port of Shuaiba is a major commercial and industrial seaport in Kuwait that serves as one of the country’s key maritime hubs for cargo and petrochemical exports.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Beirut Port Authority Triple: [Port of Beirut, managedBy, Beirut Port Authority]
Generated description
The Beirut Port Authority is the governmental body responsible for overseeing operations, administration, and development of Lebanon’s principal seaport in Beirut.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beirut Port Authority Target entity description: The Beirut Port Authority is the governmental body responsible for overseeing operations, administration, and development of Lebanon’s principal seaport in Beirut.
-
A.
Port of Beirut
chosen
The Port of Beirut is Lebanon’s principal maritime gateway and commercial hub on the Mediterranean Sea, historically central to the country’s trade and economy.
-
B.
Port of Tripoli (Lebanon)
The Port of Tripoli (Lebanon) is a major commercial seaport on Lebanon’s northern Mediterranean coast, serving as a key hub for regional trade and shipping.
-
C.
Warehouse 12 at Port of Beirut
Warehouse 12 at the Port of Beirut was the hangar where a large stockpile of improperly stored ammonium nitrate detonated, causing the catastrophic Beirut port explosion on 4 August 2020.
-
D.
Haifa Port
Haifa Port is a major seaport on Israel’s Mediterranean coast that has long served as a key commercial and transportation hub for the region.
-
E.
Port of Shuaiba
The Port of Shuaiba is a major commercial and industrial seaport in Kuwait that serves as one of the country’s key maritime hubs for cargo and petrochemical exports.
- F. None of above.
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c008fa64888190adae56c8f9ea4031 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01fb07e748190bea74bbde2d7b8ba |
completed | March 22, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c02814359c8190b868811f22aa568c |
completed | March 22, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c04441145481909fb7bd26dab129bd |
completed | March 22, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c044a919ec81909469793af9f837ea |
completed | March 22, 2026, 7:36 p.m. |
Created at: March 22, 2026, 3:34 p.m.